Software engineering
Web platforms, data pipelines, and the integrations behind them. Built to stay fast as your traffic grows, stay stable when things spike, and last beyond the next two years of your roadmap — no painful rewrite in between.
Send us a slow, repetitive, or document-heavy workflow. In 72 hours you get a written diagnostic — what's AI-suitable, what isn't, the realistic accuracy ceiling, and the ROI. No follow-up calls, no email lists. If it's not useful, we delete it.
One workflow in. A written diagnostic out, in 3 business days. Free. Designed to be useful on day one even if we never speak again.
We help businesses move faster, decide better, and free their teams from work that software should be doing for them. Every system we build is AI-enabled by default — not as a feature, as a baseline — so the value compounds instead of standing still.
Behind that is a small senior team with over a decade of delivering production software for businesses that can't afford to slow down. We measure ourselves by the outcomes you can point to — hours given back, decisions sped up, customers who notice the difference.
Web platforms, data pipelines, and the integrations behind them. Built to stay fast as your traffic grows, stay stable when things spike, and last beyond the next two years of your roadmap — no painful rewrite in between.
Multi-tenant subscription platforms with identity, billing, observability, and zero-downtime deploys wired in from day one. You ship to your first paying customer in weeks, not in a year.
Production AI you can defend to legal and your customers. Every output cited to its source, accuracy measured against a real gold-set per document type, and humans in the loop on the edge cases. Demos are not what we ship.
Three things we've built for ourselves — and the head start they bring to a partner project.
We already run the platform behind our own products in production. It absorbs traffic spikes without buckling, never drops an in-flight transaction when a downstream service is down, and lets teams ship features independently. A partner project doesn't start from zero — it inherits a year of infrastructure most teams plan for and never finish.
Buying property in Romania means hours of cross-checking land titles, cadaster extracts and registry data — and most buyers still miss the encumbrance that breaks the deal. knoha collapses that work into minutes, every finding linked back to the exact source page so a notary or lawyer can verify in seconds. Our upcoming SaaS.
Most AI pilots look brilliant in a demo and collapse the moment they touch real customer data. We build differently: every system ships with measured accuracy from day one, every output is traceable enough for legal and compliance to sign off, and the model is honest about what it doesn't know — instead of confidently making things up. We won't take on a project whose goal is a slide deck.
You have a clear problem and want a small senior team to design, build, and launch the first version. We scope the work in short cycles and aim to have something usable in your hands early.
A working product is starting to slow your team down. We take ownership of a defined slice — performance, refactoring, or replatforming — without derailing your roadmap.
You want to embed language-model features into a real workflow — document extraction, classification, summarisation, retrieval — with evaluation and guardrails, not a demo.
Once a system is live, we can keep running it for you: monitoring, on-call, gradual improvements, and quarterly reviews tied to the metrics that matter to your business.
A few sentences about the workflow is enough. We'll come back within 3 business days with the full diagnostic — see the section above for exactly what that includes.